Title :
Generating revocable fingerprint template using minutiae pair representation
Author :
Jin, Zhe ; Teoh, Andrew Beng Jin ; Ong, Thian Song ; Tee, Connie
Author_Institution :
Fac. of Inf. Sci. & Technol., Multimedia Univ., Jalan Ayer Keroh Lama, Malaysia
Abstract :
With the growing concern for secure and private information protection, several issues pertaining to the traditional biometric authentication system such as the reissuance of biometric template and template security have been raised. To resolve these limitations, many new concepts of revocable biometrics have been introduced. However, the design of a template protection scheme that fulfils all the security and privacy criteria, namely revocability, non-invertibility, and anonymity, is still a challenging task. In this paper, we present a secure fingerprint template protection scheme by using minutiae pair representation that extends the concept of revocable biometrics. The proposed method integrates template with its discriminative helper data to achieve acceptable equal error rate (EER) of near 0%. Apart from performance, the security and privacy issues such as revocability and non-invertibility are also discussed.
Keywords :
data privacy; fingerprint identification; image representation; message authentication; biometric authentication system; biometric template; discriminative helper data; equal error rate; minutiae pair representation; privacy criteria; private information protection; secure fingerprint template protection scheme; template security; Authentication; Biometrics; Data mining; Data security; Educational technology; Fingerprint recognition; Information science; Multimedia systems; Privacy; Protection; Fingerprint; Minutiae Pair Representation; Privacy; Security; Template Protection;
Conference_Titel :
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6367-1
DOI :
10.1109/ICETC.2010.5529773